PotNet

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Miscellaneous2 results

Formation EnergyonMaterials Project
MAE· 2023-06-12
18.8
best: 17.47 (CartNet)
SOTA
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction arXiv:2306.10045
Formation EnergyonJARVIS-DFT
MAE· 2023-06-12
0.0294
best: 0.02705 (CartNet)
SOTA
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction arXiv:2306.10045

Medical2 results

Atomistic DescriptiononMaterials Project
MAE· 2023-06-12
18.8
best: 17.47 (CartNet)
SOTA
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction arXiv:2306.10045
Atomistic DescriptiononJARVIS-DFT
MAE· 2023-06-12
0.0294
best: 0.02705 (CartNet)
SOTA
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction arXiv:2306.10045